Consider the following model: y = 5 3x1 5x2 a. Provide an interpretation of the

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Consider the following model:

y = 5  3x1  5x2

a. Provide an interpretation of the coefficient of x1.

b. Is the interpretation provided in part a true regardless of the value of x2? Explain.

c. Now consider the model  5  3x1  5x2 yˆ 4x1x2. Let x2  1. Give an interpretation of the coefficient of x1 when x2  1.

d. Repeat part c when x2  2. Is the interpretation provided in part a true regardless of the value of x2?
Explain.

e. Considering your answers to parts c and

d, what type of regression components has conditional interpretations?

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Business Statistics A Decision Making Approach

ISBN: 9780136121015

8th Edition

Authors: David F. Groebner, Patrick W. Shannon, Phillip C. Fry, Kent D. Smith

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